#FactCheck -AI-Altered Clip Falsely Attributes Taliban Comments to General Upendra Dwivedi

Introduction

The Senate bill introduced on 19 March 2024 in the United States would require online platforms to obtain consumer consent before using their data for Artificial Intelligence (AI) model training. If a company fails to obtain this consent, it would be considered a deceptive or unfair practice and result in enforcement action from the Federal Trade Commission (FTC) under the AI consumer opt-in, notification standards, and ethical norms for training (AI Consent) bill. The legislation aims to strengthen consumer protection and give Americans the power to determine how their data is used by online platforms. 

The proposed bill also seeks to create standards for disclosures, including requiring platforms to provide instructions to consumers on how they can affirm or rescind their consent. The option to grant or revoke consent should be made available at any time through an accessible and easily navigable mechanism, and the selection to withhold or reverse consent must be at least as prominent as the option to accept while taking the same number of steps or fewer as the option to accept.

The AI Consent bill directs the FTC to implement regulations to improve transparency by requiring companies to disclose when the data of individuals will be used to train AI and receive consumer opt-in to this use. 
The bill also commissions an FTC report on the technical feasibility of de-identifying data, given the rapid advancements in AI technologies, evaluating potential measures companies could take to effectively de-identify user data.

The definition of ‘Artificial Intelligence System’ under the proposed bill

ARTIFICIALINTELLIGENCE SYSTEM- The term artificial intelligence system“ means a machine-based system that—

1. Is capable of influencing the environment by producing an output, including predictions, recommendations or decisions, for a given set of objectives; and
2. 2. Uses machine or human-based data and inputs to

(i) Perceive real or virtual environments;

(ii) Abstract these perceptions into models through analysis in an automated manner (such as by using machine learning) or manually; and

(iii) Use model inference to formulate options for outcomes.

Importance of the proposed AI Consent Bill USA

1. Consumer Data Protection: The AI Consent bill primarily upholds the privacy rights of an individual. Consent is necessitated from the consumer before data is used for AI Training; the bill aims to empower individuals with unhinged autonomy over the use of personal information. The scope of the bill aligns with the greater objective of data protection laws globally, stressing the criticality of privacy rights and autonomy.

2. Prohibition Measures: The proposed bill intends to prohibit covered entities from exploiting the data of consumers for training purposes without their consent. This prohibition extends to the sale of data, transfer to third parties and usage. Such measures aim to prevent data misuse and exploitation of personal information. The bill aims to ensure companies are leveraged by consumer information for the development of AI without a transparent process of consent.

3. Transparent Consent Procedures: The bill calls for clear and conspicuous disclosures to be provided by the companies for the intended use of consumer data for AI training. The entities must provide a comprehensive explanation of data processing and its implications for consumers. The transparency fostered by the proposed bill allows consumers to make sound decisions about their data and its management, hence nurturing a sense of accountability and trust in data-driven practices.

4. Regulatory Compliance: The bill's guidelines call for strict requirements for procuring the consent of an individual. The entities must follow a prescribed mechanism for content solicitation, making the process streamlined and accessible for consumers. Moreover, the acquisition of content must be independent, i.e. without terms of service and other contractual obligations. These provisions underscore the importance of active and informed consent in data processing activities, reinforcing the principles of data protection and privacy.

5. Enforcement and Oversight: To enforce compliance with the provisions of the bill, robust mechanisms for oversight and enforcement are established. Violations of the prescribed regulations are treated as unfair or deceptive acts under its provisions. Empowering regulatory bodies like the FTC to ensure adherence to data privacy standards. By holding covered entities accountable for compliance, the bill fosters a culture of accountability and responsibility in data handling practices, thereby enhancing consumer trust and confidence in the digital ecosystem.

Importance of Data Anonymization

Data Anonymization is the process of concealing or removing personal or private information from the data set to safeguard the privacy of the individual associated with it. Anonymised data is a sort of information sanitisation in which data anonymisation techniques encrypt or delete personally identifying information from datasets to protect data privacy of the subject. This reduces the danger of unintentional exposure during information transfer across borders and allows for easier assessment and analytics after anonymisation. When personal information is compromised, the organisation suffers not just a security breach but also a breach of confidence from the client or consumer. Such assaults can result in a wide range of privacy infractions, including breach of contract, discrimination, and identity theft.

The AI consent bill asks the FTC to study data de-identification methods. Data anonymisation is critical to improving privacy protection since it reduces the danger of re-identification and unauthorised access to personal information. Regulatory bodies can increase privacy safeguards and reduce privacy risks connected with data processing operations by investigating and perhaps implementing anonymisation procedures.

The AI consent bill emphasises de-identification methods, as well as the DPDP Act 2023 in India, while not specifically talking about data de-identification, but it emphasises the data minimisation principles, which highlights the potential future focus on data anonymisation processes or techniques in India.

Conclusion

The proposed AI Consent bill in the US represents a significant step towards enhancing consumer privacy rights and data protection in the context of AI development. Through its stringent prohibitions, transparent consent procedures, regulatory compliance measures, and robust enforcement mechanisms, the bill strives to strike a balance between fostering innovation in AI technologies while safeguarding the privacy and autonomy of individuals.

References:

• https://fedscoop.com/consumer-data-consent-training-ai-models-senate-bill/#:~:text=%E2%80%9CThe%20AI%20CONSENT%20Act%20gives,Welch%20said%20in%20a%20statement
• https://www.dataguidance.com/news/usa-bill-ai-consent-act-introduced-house#:~:text=USA%3A%20Bill%20for%20the%20AI%20Consent%20Act%20introduced%20to%20House%20of%20Representatives,-ConsentPrivacy%20Law&text=On%20March%2019%2C%202024%2C%20US,the%20U.S.%20House%20of%20Representatives
• https://datenrecht.ch/en/usa-ai-consent-act-vorgeschlagen/
• https://www.lujan.senate.gov/newsroom/press-releases/lujan-welch-introduce-billto-require-online-platforms-receive-consumers-consent-before-using-their-personal-data-to-train-ai-models/

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Introduction

So it's that time of year when you feel bright and excited to start the year with new resolutions; your goals could be anything from going to the gym to learning new skills and being productive this year, but with cybercrime on the rise, you must also be smart and take your New Year Cyber Resolutions seriously. Yes, you heard it right: it's a new year, a new you, but the same hackers with advanced dangers. It's time to make a cyber resolution this year to be secure, smart, and follow the best cyber safety tips for 2K25 and beyond.

Best Cyber Security Tips For You 

So while taking your cyber resolutions this 2k25, remember that hackers have resolutions too; so you have to make yours better! CyberPeace has curated a list of great tips and cyber hygiene practices you must practice in 2025:

• Be Aware Of Your Digital Rights: Netizens should be aware of their rights in the digital space. It's important to know where to report issues, how to raise concerns with platforms, and what rights are available to you under applicable IT and Data Protection laws. And as we often say, sharing is caring, so make sure to discuss and share your knowledge of digital rights with your family, peers, and circle. Not only will this help raise awareness, but you’ll also learn from their experiences, collectively empowering yourselves. After all, a well-informed online community is a happy one.
• Awareness Is Your First Line Of Defence: Awareness serves as the first line of defence, especially in light of the lessons learned from 2024, where new forms of cybercrimes have emerged with serious consequences. Scams like digital arrests, romance frauds, lottery scams, and investment scams have become more prevalent. As we move into 2025, remember that sophisticated cyber scams require equally advanced strategies to stay protected. As cybercrimes evolve and become more complex, it's crucial to stay updated with specific strategies and hygiene tips to defend yourself. Build your first line of defence by being aware of these growing scams, and say goodbye to the manipulative tactics used by cyber crooks.
• Customise Social Media Media Profile And Privacy Settings: With the rising misuse of advanced technologies such as deepfake, it’s crucial to share access to your profile only with people you trust and know. Customize your social media profile settings based on your convenience, such as who can add you, who can see your uploaded pictures and stories, and who can comment on your posts. Tailor these settings to suit your needs and preferences, ensuring a safer digital environment for yourself.
• Be Cautious: Choose wisely, just because an online deal seems exciting doesn’t mean it’s legitimate. A single click could have devastating consequences. Not every link leads to a secure website; it could be a malware or phishing attempt. Be cautious and follow basic cyber hygiene tips, such as only visiting websites with a padlock symbol, a secure connection, and the 'HTTPS' status in the URL. 
• Don’t Let Fake News Fake You Out: Online misinformation and disinformation have sparked serious concern due to their widespread proliferation. That’s why it’s crucial to 'Spot The Lies Before They Spot You.' Exercise due care and caution when consuming, sharing, or forwarding any online information. Always verify it from trusted sources, recognize the red flags of misleading claims, and contribute to creating a truthful online information landscape.
• Turn the Tables on Cybercriminals: It is crucial to know the proper reporting channels for cybercrimes, including specific reporting methods based on the type of issue. For example, ‘unsolicited commercial communications’ can be reported on the Chakshu portal by the government. Unauthorized electronic transactions can be reported to the RBI toll-free number at 14440, while women can report incidents to the National Commission for Women. If you encounter issues on a platform, you can reach out to the platform's grievance officer. All types of cybercrimes can be reported through the National Cyber Crime Reporting Portal (cybercrime.gov.in) and the helpline at 1930. It’s essential to be aware of the right authorities and reporting mechanisms, so if something goes wrong in your digital experience, you can take action, turn the tables on cybercrooks, and stay informed about official grievances and reporting channels.
• Log Out, Chill Out: The increased use of technology can have far-reaching consequences that are often overlooked, such as procrastination, stress, anxiety, and eye strain (also known as digital eye strain or computer vision syndrome). Sometimes, it’s essential to switch off the digital curtains. This is where a ‘Digital Detox’ comes in, offering a chance to recharge and reset. We’re all aware of how our devices and phones influence our daily lives, shaping our behaviours, decisions, and lifestyles from morning until night, even impacting our sleep. Taking time to unplug can provide a much-needed psychological and physical boost. Practicing a digital detox at regular suitable intervals, such as twice a month, can help restore balance, reduce stress, and improve overall well-being.

Final Words & the Idea of ‘Tech for Good’

Remember that we are in the technological era, and these technologies are created for our ease and convenience. There are certain challenges that bad actors pose, but to counter this,  the change starts from you. Remember that technology, while having its risks, also brings tremendous benefits to society. We encourage you to take a step and encourage the responsible and ethical use of the technology. The vision for ‘Tech for Good’ will have to be expanded to a larger picture. Do not engage in a behaviour that you would not ordinarily do in an offline environment, the online environment is also the same and has far-reaching effects. Use technology for good, and follow and encourage ethical and responsible behaviour in online communities. The emphasis should be on using technology in a safer environment for everyone and combatting dishonest practices. 

The effective strategies for preventing cybercrime and dishonest practices requires cooperation , efforts by citizens, government agencies, and technology businesses. We intend to employ technology's good aspects to build a digital environment that values security, honesty, and moral behaviour while promoting innovation and connectedness. In 2025, together we can make a cyber safe resilient society.

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Introduction

Embark on a groundbreaking exploration of the Darkweb Metaverse, a revolutionary fusion of the enigmatic dark web with the immersive realm of the metaverse. Unveiling a decentralised platform championing freedom of speech, the Darkverse promises unparalleled diversity of expression. However, as we delve into this digital frontier, we must tread cautiously, acknowledging the security risks and societal challenges that accompany the metaverse's emergence.

The Dark Metaverse is a unique combination of the mysterious dark web and the immersive digital world known as the metaverse. Imagine a place where users may participate in decentralised social networking, communicate anonymously, and freely express a range of viewpoints. It aims to provide an alternative to traditional online platforms, emphasizing privacy and freedom of speech. Nevertheless, it also brings new kinds of criminality and security issues, so it's important to approach this digital frontier cautiously.

In the vast expanse of the digital cosmos, there exists a realm that remains shrouded in mystery to the casual netizen—the dark web. It is a place where the surface web, the familiar territory of Google searches and social media feeds, constitutes a mere 5 per cent of the information iceberg floating in an ocean of data. Beneath this surface lies the deep web and the dark web, comprising the remaining 95 per cent, a staggering figure that beckons the brave and curious to explore its abysmal depths.

Imagine, a platform that not only ventures into these depths but intertwines them with the emerging concept of the metaverse—a digital realm that defeats the limitations of the physical world. This is the vision of the Darkweb Metaverse, the world’s premier endeavour to harness the enigmatic depths of the dark web and fuse it into the immersive experience of the metaverse.

As per Internet User Statistics 2024, There are over 5.3 billion Internet users in the world, meaning over 65% of the world’s population has access to the Internet. The Internet is used for various services. News, entertainment, and communication to name a few. The citizens of developed countries depend on the World Wide Web for a multitude of daily tasks such as academic research, online shopping, E-banking, accessing news and even ordering food online hence the Internet has become an integral part of our daily lives.

Surface Web

This layer of the internet is used by the general public on a daily basis. The contents of this layer are accessed by standard web browsers namely Google Chrome, and Mozilla Firefox to name a few. The contents of this layer of the internet are indexed by these search engines.

Deep Web

This is the second layer of the internet; its contents are not indexed by search engines. The content that is unavailable on the surface web is considered to be a part of the deep web. The deep web comprises a collection of various types of confidential information. Several Schools, Universities, Institutes, Government Offices and Departments, Multinational Companies (MNCs), and Private Companies store their database information and website-oriented server information such as online profile and accounts usernames or IDs and passwords or log in credentials and companies' premium subscription data and monetary transactional records in the Intra-net which is part of the deep web.

Dark Web

It is the least explored part of the internet which is considered to be a hub of various bizarre activities. The contents of the dark web are not indexed by search engines and specific software is required to access this layer of the internet namely TOR (The Onion Router) browser which cloaks to identify its users making them anonymous. The websites of the dark web are identified from .onion TLD (Top Level Domain). Due to anonymity provided in this layer, various criminal activities take place over there including Drugs trading, Arms trading, and Illegal PayPal account details to websites offering child pornography.

The Darkverse 

The Darkweb Metaverse is not a mere novelty; it is a revolutionary step forward, a decentralised social networking platform that stands in stark contrast to centralised counterparts like YouTube or Twitter. Here, the spectre of censorship is banished, and the freedom of speech reigns supreme. 

The architectonic prowess behind the Darkweb Metaverse is formidable. The development team is a coalition of former infrastructure maestros from Theta Network and virtuosos of metaverse design, bolstered by backend engineers from Gensokishi Metaverse. At the helm is a CEO whose tenure at the apex of large Japanese companies has endowed him with a profound understanding of the landscape, setting a solid foundation for the platform's future triumphs.

Financially, the dark web has been a flourishing underworld, with revenues ranging from $1.5 billion to $3.1 billion between 2020 and 2022. Darkverse, with its emphasis on user-friendliness and safety, is poised to capture a significant portion of this user base. The platform serves as a truly decentralised amalgamation of the Dark Web, Metaverse, and Social Networking Services (SNS), with a mission to provide an unassailable bastion for freedom of speech and expression.

The Darkweb Metaverse is not merely a sanctuary for anonymity and privacy; it is a crucible for the diversity of expression. In a world where centralised platforms can muzzle voices, Darkverse stands as a bulwark against such suppression, fostering a community where a kaleidoscope of opinions and information thrives. The ease of use is unparalleled—a one-time portal that obviates the need for third-party software to access the dark web, protecting users from the myriad risks that typically accompany such ventures.

Moreover, the platform's ability to verify the authenticity of information is a game-changer. In an era laced with misinformation, especially surrounding contentious issues like war, Darkverse offers a sign of truth where the source of information can be scrutinised for its accuracy.

Integrating Technologies 

The metaverse will be an immersive iteration of the internet, decked with interactive features of emerging technologies such as artificial intelligence, virtual and augmented reality, 3D graphics, 5G, holograms, NFTs, blockchain and haptic sensors. Each building block, while innovative, carries its own set of risks—vulnerabilities and design flaws that could pose a serious threat to the integrated meta world.

The dark web's very nature of interaction through avatars makes it a perfect candidate for a metaverse iteration. Here, in this anonymous world, commercial and personal engagements occur without the desire to unveil real identities. The metaverse's DNA is well-suited to the dark web, presenting a formidable security challenge as it is likely to evolve more rapidly than its real-world counterpart.

While Meta (formerly Facebook) is a prominent entity developing the metaverse, other key players include NVIDIA, Epic Games, Microsoft, Apple, Decentraland, Roblox Corporation, Unity Software, Snapchat, and Amazon. These companies are integral to constructing the vast network of real-time 3D virtual worlds where users maintain their identities and payment histories.

Yet, with innovation comes risk. The metaverse will necessitate police stations, not as a dystopian oversight but as a means to address the inherent challenges of a new digital society. In India, for instance, the integration of law enforcement within the metaverse could revolutionize the public's interaction with the police, potentially increasing the reporting of crimes.

The Perils within the Darkverse

The metaverse will also be a fertile ground for crimes of a new dimension—identity theft, digital asset hijacking, and the influence of metaverse interactions on real-world decisions. With a significant portion of social media profiles potentially being fraudulent, the metaverse amplifies these challenges, necessitating robust identity access management.

The integration of NFTs into the metaverse ecosystem is not without its security concerns, as token breaches and hacks remain a persistent threat. The metaverse's parallel economy will test the developers' ability to engender trust, a Herculean task that will challenge the boundaries of national economies.

Moreover, the metaverse will be a crucible for social engineering-based attacks, where the real-time and immersive nature of interactions could make individuals particularly vulnerable to deception and manipulation. The potential for early-stage fraud, such as the hyping and selling of virtual assets at unrealistic prices, is a stark reality.

The metaverse also presents numerous risks, particularly for children and adolescents who may struggle to distinguish  between virtual and real worlds. The implications of such immersive experiences are intense, with the potential to influence behaviour in hazardous ways.

Security risks extend to the technologies supporting the metaverse, such as virtual and augmented reality. The exploitation of biometric data, the bridging of virtual and real worlds, and the tendency for polarisation and societal isolation are all issues requiring immediate attention.

A Way Forward

As we stand on the cusp of this new digital frontier, it is evident that the metaverse, despite its reliance on blockchain, is not immune to the privacy and security breaches that have plagued conventional IT infrastructure. Data security, Identity theft, network security, and ransomware attacks are just a few of the challenges on the way.

In this quest into the unknown, the Darkweb Metaverse radiates with the promise of freedom and the thrill of discovery. Yet, as we navigate these shadowy depths, we must remain vigilant, for the very technologies that empower us also rear the seeds of our grim vulnerabilities. The metaverse is not just a new chapter in the story of the internet—it is a whole narrative, one that we must write with caution and care.

References 

• https://spores.medium.com/the-worlds-first-platform-to-deploy-the-dark-web-in-the-metaverse-releap-ido-on-spores-launchpad-a36387b184de 
• https://www.makeuseof.com/how-hackers-sell-trade-data-in-metaverse/
• https://www.demandsage.com/internet-user-statistics/#:~:text=There%20are%20over%205.3%20billion,has%20access%20to%20the%20Internet.

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